scikit-image-processing

scikit-image-processing is a skill for Claude Code from jaechang-hits/SciAgent-Skills. It costs 72 tokens per session (4,517 once invoked), scanned A, original, no licence file.

A Python image-processing toolkit for microscopy and other bioimage analysis. It includes tools for filtering images, finding boundaries and features, separating objects, and measuring their properties.

In plain words
What is it for?
Use it to read and write images, apply Gaussian or median filters, segment with thresholds or watershed, detect features, and calculate region measurements.
Why use it?
It replaces many custom image-processing routines with reusable functions that work with the NumPy and SciPy ecosystem. It helps turn raw images into measurable objects and features.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the sciagent-skills plugin — 146 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/jaechang-hits/sciagent-skills/scikit-image-processing
Any agent
npx skills add jaechang-hits/SciAgent-Skills --skill scikit-image-processing
Clone the repo
git clone --depth 1 https://github.com/jaechang-hits/SciAgent-Skills

Made for: Claude Code.

Or install sciagent-skills, the plugin that ships this one along with the rest of its 146 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for scikit-image-processing

README.md
[![agentmods](https://agentmods.dev/badge/skills/jaechang-hits/sciagent-skills/scikit-image-processing.svg)](https://agentmods.dev/skills/jaechang-hits/sciagent-skills/scikit-image-processing)
Your own site
<a href="https://agentmods.dev/skills/jaechang-hits/sciagent-skills/scikit-image-processing"><img src="https://agentmods.dev/badge/skills/jaechang-hits/sciagent-skills/scikit-image-processing.svg" alt="Measured on agentmods" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,517 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.04517
Opus 5 $0.00036 $0.02259
Sonnet 5 $0.00014 $0.00903
Haiku 4.5 $0.00007 $0.00452

Measured 6d ago against content hash 64188994fabb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

scikit-image-processing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/cell-biology/scikit-image-processing/SKILL.md · 488 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 488 lines · 72 tokens per session scan A 64188994fabb

Subscribe to this mod's changes

scikit-image-processing is a skill published in the GitHub repository jaechang-hits/SciAgent-Skills (360 stars, last pushed 7d ago), with no licence file. It adds 72 tokens to every session and 4,517 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.